In game theory, generalists sometimes win out over specialists
Whether you’re playing poker against a single opponent or find yourself in a bidding war over a home purchase with…
Category: General
Your Churn Threshold Is a Pricing Decision
How unit economics should set your classification cutoff, and why they rarely do. The post Your Churn Threshold Is a…
The Secret to Reproducible and Portable Optimization: ORPilot’s Intermediate Representation (IR)
Why production-level AI optimization modeling agent needs reproducibility and portability, and how IR helps achieve them The post The Secret…
You Probably Don’t Need an Agent Framework
Most LLM applications need a clear workflow, not an autonomous agent. Here’s how to build one in plain Python. The…
What the Question Parser Extracts from a User String: Keywords, Scope, Shape, Decomposition, Clarification
Enterprise Document Intelligence [Vol.1 #6b] – The five field families the parser reads straight from the user’s question, with the…
Could AI tell you where you left your keys?
An auto factory worker can remember the storage bin where she left a partly assembled component the night before, and…
MIT’s Initiative for New Manufacturing builds momentum
In May, the Initiative for New Manufacturing (INM) marked its first anniversary with MIT Manufacturing Week, four days of events…
Unlocking UK house-building with AI-accelerated planning
UK government partners with Google DeepMind to build a new AI-powered prototype aimed at faster housing decisions.
Drilling Into AI’s Financial Sustainability
Budgets for AI tokens can’t be infinite, no matter how much hyperscalers wish they were The post Drilling Into AI’s…
Run a Local LLM with OpenClaw on Your Mac Mini
Tired of your monthly API bill? Follow this tested guide to set up a high-performance local LLM on your Mac…
RAG Questions Need Parsing Too: Turn the User’s String Into Briefs for Retrieval and Generation
Enterprise Document Intelligence [Vol.1 #6a] – Why a user question deserves the same parsing as the document, and how it…
How to Effectively Align with Claude Code
Increase productivity with your LLMs The post How to Effectively Align with Claude Code appeared first on Towards Data Science.
The Protocol That Cleaned Up Our Agent Architecture
A detailed look at MCP that turned my scattered tool definitions into a stable, discoverable server The post The Protocol…
I Built 11 Models to Predict the 2026 World Cup. They Crown Four Different Champions.
A single model hands you a single answer and no sense of how much it hinges on the dozens of…
The System Always Knows: Why Local Efficiency and System Performance Are Not the Same Problem
How local optimization in last‑mile delivery can quietly break the system The post The System Always Knows: Why Local Efficiency…
4 Lines You Should Include in Your Claude Skill
Without these, Claude will be confidently wrong. The post 4 Lines You Should Include in Your Claude Skill appeared first…
Vision LLMs are PDF Parsers Too: Reading Charts and Diagrams for RAG
Enterprise Document Intelligence [Vol.1 #5quater] – The other parsers read the words on a page. A vision model also reads…
GPU Time-Slicing for Concurrent LLM Agents on Kubernetes
A systems-level deep dive into the hidden microarchitectural costs of Kubernetes GPU time-slicing, and what it actually costs to co-locate…
Larger Context Windows Don’t Fix RAG — So I Built a System That Does
Increasing context size in RAG systems doesn’t improve accuracy for aggregation tasks—it makes errors harder to detect. In this article,…
Parse PDFs for RAG Locally with Docling: Rich Tables, No Cloud Upload
Enterprise Document Intelligence [Vol.1 #5ter] – Table cells, OCR, captions, headings: cloud-grade structure, running on your own machine. No key,…
Solving the 3Blue1Brown String Probability Problem (Without AI)
Let’s practice data science thinking through a probability problem The post Solving the 3Blue1Brown String Probability Problem (Without AI) appeared…
When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout
Enterprise Document Intelligence [Vol.1 #5bis] – The same relational tables. Native table cells. OCR for scanned pages and images. Captions…
Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)
For nearly a decade, this part of neural networks barely changed. DeepSeek is trying to reinvent it. The post Why…
A Harness for Every Task: Putting a Team of Claudes on One Job
Claude can now write its own harness on the fly, custom-built for the task at hand. The post A Harness…
Is Language Visual? An Experiment with Chinese Characters
A story about a broken printer, visual inductive bias, and why the race endedin a tie. The post Is Language…
SpaceX IPO update: Whale opens $22.3M SPCX long as synthetic price hits 30% premium
SpaceX’s IPO hype may fuel a strong debut, but history shows richly valued listings often struggle after the first-day pop…
Jinhua Zhao named head of the Department of Urban Studies and Planning
Jinhua Zhao MCP ’04, SM ’04, PhD ’09 has been appointed head of the Department of Urban Studies and Planning…
Three signs that XRP price risks falling below $1 in June
XRP is forming head-and-shoulders and bear flag setups on its shorter-timeframe chart, both indicating a dip below $1 in the…
BI Is Dead, Long Live BI
The true bottleneck was never the analysis. The post BI Is Dead, Long Live BI appeared first on Towards Data Science.
When it comes to predicting people’s preferences, it pays to consider “the power of three”
In his 1927 paper, “A law of comparative judgment,” the American psychologist L. L. Thurstone proposed that when people select…
Stop Returning Flat Text from a PDF: The Relational Shape RAG Needs
Enterprise Document Intelligence [Vol.1 #5B] – One PDF in, a relational set of DataFrames out: lines, pages, TOC, images, cross-references,…
PySpark for Beginners: Beyond the Basics
Take the next step to building real workflows with Spark on your laptop The post PySpark for Beginners: Beyond the Basics…
Audiera’s AI token BEAT beats Bitcoin, Ethereum as price surges 1,500% in a month
BEAT has reached its most overbought readings on record, raising the odds of a 35% price decline in the coming…
When GPU Utilization Lies: The Hidden Systems Problem Slowing Modern AI
Why “average utilization” lies about how full your GPUs really are The post When GPU Utilization Lies: The Hidden Systems…
NuCS vs Choco: A Pure-Python Constraint Solver Meets a JVM Veteran
An in-depth performance test comparing Nucs and Choco The post NuCS vs Choco: A Pure-Python Constraint Solver Meets a JVM…
XRP transaction demand falls 91.5% as traders focus on $0.65 support
XRP network activity and investor profitability fall to record lows, leading traders to focus on the $1 to $0.65 zone.
Bitcoin Suppressed Like Gold? Luke Gromen Says It Can’t Last Forever
Luke Gromen says Bitcoin’s failure to break decisively higher may reflect more than weak spot demand, arguing that paper instruments…
How to Refactor Code with Claude Code
Improve coding agent productiveness with refactored code The post How to Refactor Code with Claude Code appeared first on Towards…
Beyond extract_text: The Two Layers of a PDF That Drive RAG Quality
Enterprise Document Intelligence [Vol.1 #5A] – Document signals (metadata, native TOC, source software) and page-level content (text vs scans, tables,…
Bayesian Networks and Markov Networks: An Intuitive Guide to Structured Uncertainty
An intuitive introduction to reasoning with uncertainty, from directed Bayesian networks to undirected Markov networks and weighted logical rules. The post…
Physical AI: What It Is and What It Is Not
A quick guide to separating Physical AI from world models, embodied AI, physics AI, and digital twins The post Physical…
Startup’s nuclear-inspired cooling system could make data centers more sustainable
The rise of artificial intelligence is riding on the back of an enormous data center expansion. Data centers are projected…
The consequences of relying on AI for accurate news
It’s no secret that the last few years have seen a massive explosion in the use of artificial intelligence for…
10 Common RAG Mistakes We Keep Seeing in Production
Enterprise Document Intelligence [Vol.1 #4bis] – A coauthor note on the brick-by-brick pitfalls that justified the four-brick split, before Part…
The Hardware That Makes AI Possible
CPUs, GPUs, TPUs, and NPUs The post The Hardware That Makes AI Possible appeared first on Towards Data Science.
Fluid, natural voice translation with Gemini 3.5 Live Translate
Gemini 3.5 Live Translate brings near real-time, natural speech translation to Google AI Studio, Google Translate and Google Meet.
Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
Stop re-computing the same context. Learn how to build a C++ runtime with copy-on-fork KV snapshots to eliminate redundant LLM…
The Exact ML Project I’d Build to Get Hired in 2026
Follow this framework to build a project that will impress hiring managers The post The Exact ML Project I’d Build…